Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 1665 |
| Missing cells | 1207 |
| Missing cells (%) | 3.2% |
| Duplicate rows | 13 |
| Duplicate rows (%) | 0.8% |
| Total size in memory | 299.3 KiB |
| Average record size in memory | 184.1 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 10 |
| Dataset has 13 (0.8%) duplicate rows | Duplicates |
CycleWithPeakorNot is highly overall correlated with TotalDaysofFertility and 2 other fields | High correlation |
EstimatedDayofOvulation is highly overall correlated with FirstDayofHigh and 2 other fields | High correlation |
FirstDayofHigh is highly overall correlated with EstimatedDayofOvulation | High correlation |
Group is highly overall correlated with TotalNumberofPeakDays | High correlation |
LengthofCycle is highly overall correlated with EstimatedDayofOvulation and 1 other fields | High correlation |
LengthofMenses is highly overall correlated with TotalMensesScore | High correlation |
MensesScoreDayFive is highly overall correlated with TotalMensesScore | High correlation |
MensesScoreDayFour is highly overall correlated with TotalMensesScore | High correlation |
MensesScoreDayThree is highly overall correlated with TotalMensesScore | High correlation |
MensesScoreDayTwo is highly overall correlated with TotalMensesScore | High correlation |
TotalDaysofFertility is highly overall correlated with CycleWithPeakorNot and 1 other fields | High correlation |
TotalFertilityFormula is highly overall correlated with EstimatedDayofOvulation and 1 other fields | High correlation |
TotalMensesScore is highly overall correlated with LengthofMenses and 4 other fields | High correlation |
TotalNumberofHighDays is highly overall correlated with CycleWithPeakorNot and 1 other fields | High correlation |
TotalNumberofPeakDays is highly overall correlated with CycleWithPeakorNot and 1 other fields | High correlation |
CycleWithPeakorNot is highly imbalanced (57.1%) | Imbalance |
ReproductiveCategory is highly imbalanced (88.1%) | Imbalance |
UnusualBleeding is highly imbalanced (67.4%) | Imbalance |
EstimatedDayofOvulation has 150 (9.0%) missing values | Missing |
LengthofLutealPhase has 151 (9.1%) missing values | Missing |
FirstDayofHigh has 258 (15.5%) missing values | Missing |
TotalDaysofFertility has 31 (1.9%) missing values | Missing |
MensesScoreDayThree has 25 (1.5%) missing values | Missing |
MensesScoreDayFour has 87 (5.2%) missing values | Missing |
MensesScoreDayFive has 434 (26.1%) missing values | Missing |
UnusualBleeding has 20 (1.2%) missing values | Missing |
TotalNumberofHighDays has 66 (4.0%) zeros | Zeros |
TotalHighPostPeak has 1560 (93.7%) zeros | Zeros |
TotalNumberofPeakDays has 136 (8.2%) zeros | Zeros |
TotalDaysofFertility has 30 (1.8%) zeros | Zeros |
NumberofDaysofIntercourse has 157 (9.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-11 15:50:23.054826 |
|---|---|
| Analysis finished | 2024-12-11 15:51:45.169324 |
| Duration | 1 minute and 22.11 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
CycleNumber
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0408408 |
| Minimum | 1 |
|---|---|
| Maximum | 45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 21.8 |
| Maximum | 45 |
| Range | 44 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.5936861 |
|---|---|
| Coefficient of variation (CV) | 0.82002445 |
| Kurtosis | 4.8477577 |
| Mean | 8.0408408 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8512591 |
| Sum | 13388 |
| Variance | 43.476696 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 1 | 163 | 9.8% |
| 2 | 152 | 9.1% |
| 3 | 137 | 8.2% |
| 4 | 127 | 7.6% |
| 5 | 119 | 7.1% |
| 6 | 112 | 6.7% |
| 7 | 107 | 6.4% |
| 8 | 104 | 6.2% |
| 9 | 100 | 6.0% |
| 10 | 99 | 5.9% |
| Other values (35) | 445 |
| Value | Count | Frequency (%) |
| 1 | 163 | |
| 2 | 152 | |
| 3 | 137 | |
| 4 | 127 | |
| 5 | 119 | |
| 6 | 112 | |
| 7 | 107 | |
| 8 | 104 | |
| 9 | 100 | |
| 10 | 99 |
| Value | Count | Frequency (%) |
| 45 | 1 | |
| 44 | 1 | |
| 43 | 1 | |
| 42 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 37 | 1 | |
| 36 | 1 |
Group
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 637 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 637 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 637 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 637 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 637 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 637 |
CycleWithPeakorNot
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.1 KiB |
| 1 | |
|---|---|
| 0 | 146 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1519 | |
| 0 | 146 | 8.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1519 | |
| 0 | 146 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1519 | |
| 0 | 146 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1519 | |
| 0 | 146 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1519 | |
| 0 | 146 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1519 | |
| 0 | 146 | 8.8% |
ReproductiveCategory
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.1 KiB |
| 0 | |
|---|---|
| 1 | 48 |
| 2 | 4 |
| 9 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1609 | |
| 1 | 48 | 2.9% |
| 2 | 4 | 0.2% |
| 9 | 4 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1609 | |
| 1 | 48 | 2.9% |
| 2 | 4 | 0.2% |
| 9 | 4 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1609 | |
| 1 | 48 | 2.9% |
| 2 | 4 | 0.2% |
| 9 | 4 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1609 | |
| 1 | 48 | 2.9% |
| 2 | 4 | 0.2% |
| 9 | 4 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1609 | |
| 1 | 48 | 2.9% |
| 2 | 4 | 0.2% |
| 9 | 4 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1665 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1609 | |
| 1 | 48 | 2.9% |
| 2 | 4 | 0.2% |
| 9 | 4 | 0.2% |
LengthofCycle
Real number (ℝ)
High correlation
| Distinct | 32 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.299099 |
| Minimum | 18 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 27 |
| median | 29 |
| Q3 | 31 |
| 95-th percentile | 37 |
| Maximum | 54 |
| Range | 36 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.8879319 |
|---|---|
| Coefficient of variation (CV) | 0.132698 |
| Kurtosis | 3.2562926 |
| Mean | 29.299099 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.2894862 |
| Sum | 48783 |
| Variance | 15.116015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 28 | 236 | |
| 27 | 214 | |
| 29 | 190 | |
| 26 | 185 | |
| 30 | 151 | |
| 31 | 113 | |
| 25 | 111 | |
| 32 | 109 | |
| 33 | 74 | 4.4% |
| 24 | 52 | 3.1% |
| Other values (22) | 230 |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.1% |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 21 | 4 | 0.2% |
| 22 | 2 | 0.1% |
| 23 | 19 | 1.1% |
| 24 | 52 | 3.1% |
| 25 | 111 | |
| 26 | 185 | |
| 27 | 214 |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.1% |
| 51 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 48 | 2 | 0.1% |
| 45 | 2 | 0.1% |
| 44 | 1 | 0.1% |
| 43 | 3 | 0.2% |
| 42 | 8 | |
| 41 | 4 | 0.2% |
| 40 | 14 |
EstimatedDayofOvulation
Real number (ℝ)
High correlation Missing
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 150 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.963036 |
| Minimum | 6 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 14 |
| median | 15 |
| Q3 | 18 |
| 95-th percentile | 23 |
| Maximum | 29 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.5484875 |
|---|---|
| Coefficient of variation (CV) | 0.22229402 |
| Kurtosis | 1.1013119 |
| Mean | 15.963036 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.92639426 |
| Sum | 24184 |
| Variance | 12.591764 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 14 | 227 | |
| 15 | 205 | |
| 13 | 171 | |
| 16 | 170 | |
| 18 | 123 | |
| 17 | 110 | |
| 12 | 109 | |
| 19 | 94 | |
| 20 | 61 | 3.7% |
| 11 | 55 | 3.3% |
| Other values (13) | 190 | |
| (Missing) | 150 |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 8 | 3 | 0.2% |
| 9 | 9 | 0.5% |
| 10 | 20 | 1.2% |
| 11 | 55 | 3.3% |
| 12 | 109 | |
| 13 | 171 | |
| 14 | 227 | |
| 15 | 205 | |
| 16 | 170 |
| Value | Count | Frequency (%) |
| 29 | 6 | 0.4% |
| 28 | 6 | 0.4% |
| 27 | 7 | 0.4% |
| 26 | 11 | 0.7% |
| 25 | 13 | 0.8% |
| 24 | 20 | 1.2% |
| 23 | 26 | |
| 22 | 26 | |
| 21 | 42 | |
| 20 | 61 |
LengthofLutealPhase
Real number (ℝ)
Missing
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 151 |
| Missing (%) | 9.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.270806 |
| Minimum | 1 |
|---|---|
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 12 |
| median | 13 |
| Q3 | 14 |
| 95-th percentile | 17 |
| Maximum | 41 |
| Range | 40 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.6716016 |
|---|---|
| Coefficient of variation (CV) | 0.2013142 |
| Kurtosis | 14.860795 |
| Mean | 13.270806 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.9781273 |
| Sum | 20092 |
| Variance | 7.1374551 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 13 | 338 | |
| 12 | 288 | |
| 14 | 267 | |
| 15 | 186 | |
| 11 | 126 | 7.6% |
| 10 | 77 | 4.6% |
| 16 | 59 | 3.5% |
| 9 | 40 | 2.4% |
| 17 | 35 | 2.1% |
| 18 | 23 | 1.4% |
| Other values (19) | 75 | 4.5% |
| (Missing) | 151 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 4 | 4 | 0.2% |
| 5 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 17 | 1.0% |
| 9 | 40 | 2.4% |
| 10 | 77 | 4.6% |
| 11 | 126 | |
| 12 | 288 |
| Value | Count | Frequency (%) |
| 41 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 26 | 2 | 0.1% |
| 24 | 2 | 0.1% |
| 23 | 4 | |
| 22 | 6 |
FirstDayofHigh
Real number (ℝ)
High correlation Missing
| Distinct | 22 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 258 |
| Missing (%) | 15.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.761905 |
| Minimum | 5 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 18 |
| Maximum | 26 |
| Range | 21 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.2537579 |
|---|---|
| Coefficient of variation (CV) | 0.27663529 |
| Kurtosis | 1.4567635 |
| Mean | 11.761905 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.92354226 |
| Sum | 16549 |
| Variance | 10.58694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 10 | 207 | |
| 12 | 195 | |
| 11 | 191 | |
| 9 | 149 | |
| 13 | 135 | |
| 14 | 104 | |
| 8 | 94 | 5.6% |
| 15 | 67 | 4.0% |
| 7 | 61 | 3.7% |
| 16 | 53 | 3.2% |
| Other values (12) | 151 | |
| (Missing) | 258 |
| Value | Count | Frequency (%) |
| 5 | 5 | 0.3% |
| 6 | 26 | 1.6% |
| 7 | 61 | 3.7% |
| 8 | 94 | |
| 9 | 149 | |
| 10 | 207 | |
| 11 | 191 | |
| 12 | 195 | |
| 13 | 135 | |
| 14 | 104 |
| Value | Count | Frequency (%) |
| 26 | 2 | 0.1% |
| 25 | 2 | 0.1% |
| 24 | 4 | 0.2% |
| 23 | 4 | 0.2% |
| 22 | 5 | 0.3% |
| 21 | 7 | 0.4% |
| 20 | 13 | 0.8% |
| 19 | 12 | 0.7% |
| 18 | 31 | |
| 17 | 40 |
TotalNumberofHighDays
Real number (ℝ)
High correlation Zeros
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 12 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2480339 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 66 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 12 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.502879 |
|---|---|
| Coefficient of variation (CV) | 0.82458829 |
| Kurtosis | 4.2055693 |
| Mean | 4.2480339 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.8530225 |
| Sum | 7022 |
| Variance | 12.270161 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 2 | 275 | |
| 3 | 268 | |
| 1 | 236 | |
| 4 | 231 | |
| 5 | 180 | |
| 6 | 122 | |
| 7 | 85 | 5.1% |
| 0 | 66 | 4.0% |
| 8 | 32 | 1.9% |
| 10 | 32 | 1.9% |
| Other values (13) | 126 |
| Value | Count | Frequency (%) |
| 0 | 66 | 4.0% |
| 1 | 236 | |
| 2 | 275 | |
| 3 | 268 | |
| 4 | 231 | |
| 5 | 180 | |
| 6 | 122 | |
| 7 | 85 | 5.1% |
| 8 | 32 | 1.9% |
| 9 | 21 | 1.3% |
| Value | Count | Frequency (%) |
| 22 | 1 | 0.1% |
| 21 | 2 | 0.1% |
| 20 | 1 | 0.1% |
| 19 | 5 | 0.3% |
| 18 | 8 | |
| 17 | 7 | |
| 16 | 11 | |
| 15 | 10 | |
| 14 | 14 | |
| 13 | 15 |
TotalHighPostPeak
Real number (ℝ)
Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 3 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13357401 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 1560 |
| Zeros (%) | 93.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.61309539 |
|---|---|
| Coefficient of variation (CV) | 4.5899303 |
| Kurtosis | 41.654783 |
| Mean | 0.13357401 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.9108331 |
| Sum | 222 |
| Variance | 0.37588595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 1560 | |
| 2 | 41 | 2.5% |
| 1 | 34 | 2.0% |
| 3 | 15 | 0.9% |
| 5 | 4 | 0.2% |
| 4 | 4 | 0.2% |
| 6 | 3 | 0.2% |
| 7 | 1 | 0.1% |
| (Missing) | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1560 | |
| 1 | 34 | 2.0% |
| 2 | 41 | 2.5% |
| 3 | 15 | 0.9% |
| 4 | 4 | 0.2% |
| 5 | 4 | 0.2% |
| 6 | 3 | 0.2% |
| 7 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.1% |
| 6 | 3 | 0.2% |
| 5 | 4 | 0.2% |
| 4 | 4 | 0.2% |
| 3 | 15 | 0.9% |
| 2 | 41 | 2.5% |
| 1 | 34 | 2.0% |
| 0 | 1560 |
TotalNumberofPeakDays
Real number (ℝ)
High correlation Zeros
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 16 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9211643 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 136 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1940771 |
|---|---|
| Coefficient of variation (CV) | 0.62153821 |
| Kurtosis | 16.943743 |
| Mean | 1.9211643 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7985274 |
| Sum | 3168 |
| Variance | 1.42582 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 2 | 1062 | |
| 1 | 270 | 16.2% |
| 0 | 136 | 8.2% |
| 3 | 84 | 5.0% |
| 4 | 46 | 2.8% |
| 6 | 17 | 1.0% |
| 5 | 16 | 1.0% |
| 7 | 8 | 0.5% |
| 9 | 4 | 0.2% |
| 10 | 2 | 0.1% |
| Other values (4) | 4 | 0.2% |
| (Missing) | 16 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 136 | 8.2% |
| 1 | 270 | 16.2% |
| 2 | 1062 | |
| 3 | 84 | 5.0% |
| 4 | 46 | 2.8% |
| 5 | 16 | 1.0% |
| 6 | 17 | 1.0% |
| 7 | 8 | 0.5% |
| 8 | 1 | 0.1% |
| 9 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 10 | 2 | 0.1% |
| 9 | 4 | 0.2% |
| 8 | 1 | 0.1% |
| 7 | 8 | 0.5% |
| 6 | 17 | 1.0% |
| 5 | 16 | 1.0% |
| 4 | 46 |
TotalDaysofFertility
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 31 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.995716 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 30 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 14 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2725706 |
|---|---|
| Coefficient of variation (CV) | 0.4092905 |
| Kurtosis | 2.5743806 |
| Mean | 7.995716 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0433479 |
| Sum | 13065 |
| Variance | 10.709718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 7 | 270 | |
| 5 | 262 | |
| 6 | 246 | |
| 8 | 206 | |
| 9 | 170 | |
| 10 | 141 | |
| 11 | 76 | 4.6% |
| 12 | 45 | 2.7% |
| 13 | 38 | 2.3% |
| 14 | 30 | 1.8% |
| Other values (15) | 150 | |
| (Missing) | 31 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 30 | 1.8% |
| 1 | 3 | 0.2% |
| 2 | 4 | 0.2% |
| 3 | 5 | 0.3% |
| 4 | 27 | 1.6% |
| 5 | 262 | |
| 6 | 246 | |
| 7 | 270 | |
| 8 | 206 | |
| 9 | 170 |
| Value | Count | Frequency (%) |
| 27 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 22 | 1 | 0.1% |
| 21 | 2 | 0.1% |
| 20 | 4 | 0.2% |
| 19 | 5 | 0.3% |
| 18 | 12 | |
| 17 | 12 | |
| 16 | 22 | |
| 15 | 21 |
TotalFertilityFormula
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.285628 |
| Minimum | 6 |
|---|---|
| Maximum | 37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 12 |
| median | 13 |
| Q3 | 16 |
| 95-th percentile | 23 |
| Maximum | 37 |
| Range | 31 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.9756575 |
|---|---|
| Coefficient of variation (CV) | 0.2782977 |
| Kurtosis | 3.0128412 |
| Mean | 14.285628 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.459277 |
| Sum | 23757 |
| Variance | 15.805852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 12 | 256 | |
| 13 | 225 | |
| 11 | 211 | |
| 14 | 184 | |
| 15 | 134 | |
| 16 | 118 | |
| 10 | 104 | |
| 17 | 101 | 6.1% |
| 18 | 62 | 3.7% |
| 9 | 48 | 2.9% |
| Other values (19) | 220 |
| Value | Count | Frequency (%) |
| 6 | 2 | 0.1% |
| 7 | 3 | 0.2% |
| 8 | 17 | 1.0% |
| 9 | 48 | 2.9% |
| 10 | 104 | |
| 11 | 211 | |
| 12 | 256 | |
| 13 | 225 | |
| 14 | 184 | |
| 15 | 134 |
| Value | Count | Frequency (%) |
| 37 | 1 | 0.1% |
| 36 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 31 | 1 | 0.1% |
| 29 | 2 | 0.1% |
| 28 | 7 | |
| 27 | 11 | |
| 26 | 9 | |
| 25 | 15 |
LengthofMenses
Real number (ℝ)
High correlation
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2372065 |
| Minimum | 2 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 15 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2559594 |
|---|---|
| Coefficient of variation (CV) | 0.23981476 |
| Kurtosis | 3.0606886 |
| Mean | 5.2372065 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.73685183 |
| Sum | 8699 |
| Variance | 1.5774341 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 5 | 629 | |
| 6 | 380 | |
| 4 | 346 | |
| 7 | 155 | 9.3% |
| 3 | 63 | 3.8% |
| 8 | 41 | 2.5% |
| 2 | 21 | 1.3% |
| 9 | 20 | 1.2% |
| 10 | 4 | 0.2% |
| 11 | 1 | 0.1% |
| (Missing) | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 2 | 21 | 1.3% |
| 3 | 63 | 3.8% |
| 4 | 346 | |
| 5 | 629 | |
| 6 | 380 | |
| 7 | 155 | 9.3% |
| 8 | 41 | 2.5% |
| 9 | 20 | 1.2% |
| 10 | 4 | 0.2% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 10 | 4 | 0.2% |
| 9 | 20 | 1.2% |
| 8 | 41 | 2.5% |
| 7 | 155 | 9.3% |
| 6 | 380 | |
| 5 | 629 | |
| 4 | 346 | |
| 3 | 63 | 3.8% |
MensesScoreDayOne
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Memory size | 13.1 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 814 | |
| 2 | 514 | |
| 1 | 333 | |
| (Missing) | 4 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 814 | |
| 2 | 514 | |
| 1 | 333 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 814 | |
| 2 | 514 | |
| 1 | 333 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1661 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 814 | |
| 2 | 514 | |
| 1 | 333 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1661 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 814 | |
| 2 | 514 | |
| 1 | 333 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1661 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 814 | |
| 2 | 514 | |
| 1 | 333 |
MensesScoreDayTwo
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Memory size | 13.1 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 | 93 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 1002 | |
| 2 | 566 | |
| 1 | 93 | 5.6% |
| (Missing) | 4 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 1002 | |
| 2 | 566 | |
| 1 | 93 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 1002 | |
| 2 | 566 | |
| 1 | 93 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1661 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1002 | |
| 2 | 566 | |
| 1 | 93 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1661 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1002 | |
| 2 | 566 | |
| 1 | 93 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1661 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1002 | |
| 2 | 566 | |
| 1 | 93 | 5.6% |
MensesScoreDayThree
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 25 |
| Missing (%) | 1.5% |
| Memory size | 13.1 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 865 | |
| 3 | 420 | |
| 1 | 355 | |
| (Missing) | 25 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 865 | |
| 3 | 420 | |
| 1 | 355 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 865 | |
| 3 | 420 | |
| 1 | 355 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1640 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 865 | |
| 3 | 420 | |
| 1 | 355 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1640 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 865 | |
| 3 | 420 | |
| 1 | 355 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1640 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 865 | |
| 3 | 420 | |
| 1 | 355 |
MensesScoreDayFour
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 87 |
| Missing (%) | 5.2% |
| Memory size | 13.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 891 | |
| 2 | 550 | |
| 3 | 137 | 8.2% |
| (Missing) | 87 | 5.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 891 | |
| 2 | 550 | |
| 3 | 137 | 8.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 891 | |
| 2 | 550 | |
| 3 | 137 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1578 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 891 | |
| 2 | 550 | |
| 3 | 137 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1578 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 891 | |
| 2 | 550 | |
| 3 | 137 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1578 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 891 | |
| 2 | 550 | |
| 3 | 137 | 8.7% |
MensesScoreDayFive
Categorical
High correlation Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 434 |
| Missing (%) | 26.1% |
| Memory size | 13.1 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 45 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 979 | |
| 2 | 207 | 12.4% |
| 3 | 45 | 2.7% |
| (Missing) | 434 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 979 | |
| 2 | 207 | 16.8% |
| 3 | 45 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 979 | |
| 2 | 207 | 16.8% |
| 3 | 45 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1231 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 979 | |
| 2 | 207 | 16.8% |
| 3 | 45 | 3.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1231 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 979 | |
| 2 | 207 | 16.8% |
| 3 | 45 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1231 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 979 | |
| 2 | 207 | 16.8% |
| 3 | 45 | 3.7% |
TotalMensesScore
Real number (ℝ)
High correlation
| Distinct | 22 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 4 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8500903 |
| Minimum | 2 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 10 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 24 |
| Range | 22 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.7865504 |
|---|---|
| Coefficient of variation (CV) | 0.28289592 |
| Kurtosis | 1.9099826 |
| Mean | 9.8500903 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.66658697 |
| Sum | 16361 |
| Variance | 7.7648629 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 9 | 269 | |
| 10 | 265 | |
| 8 | 222 | |
| 11 | 217 | |
| 12 | 153 | |
| 7 | 140 | |
| 6 | 93 | 5.6% |
| 13 | 88 | 5.3% |
| 14 | 72 | 4.3% |
| 5 | 38 | 2.3% |
| Other values (12) | 104 | 6.2% |
| Value | Count | Frequency (%) |
| 2 | 5 | 0.3% |
| 3 | 12 | 0.7% |
| 4 | 8 | 0.5% |
| 5 | 38 | 2.3% |
| 6 | 93 | 5.6% |
| 7 | 140 | |
| 8 | 222 | |
| 9 | 269 | |
| 10 | 265 | |
| 11 | 217 |
| Value | Count | Frequency (%) |
| 24 | 2 | 0.1% |
| 23 | 1 | 0.1% |
| 22 | 3 | 0.2% |
| 20 | 3 | 0.2% |
| 19 | 3 | 0.2% |
| 18 | 8 | 0.5% |
| 17 | 15 | 0.9% |
| 16 | 20 | 1.2% |
| 15 | 24 | 1.4% |
| 14 | 72 |
NumberofDaysofIntercourse
Real number (ℝ)
Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1544471 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 157 |
| Zeros (%) | 9.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 13.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.054851 |
|---|---|
| Coefficient of variation (CV) | 0.73532072 |
| Kurtosis | 2.2272641 |
| Mean | 4.1544471 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.131186 |
| Sum | 6913 |
| Variance | 9.3321149 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 3 | 240 | |
| 4 | 234 | |
| 2 | 228 | |
| 5 | 184 | |
| 1 | 158 | |
| 0 | 157 | |
| 6 | 133 | |
| 7 | 121 | |
| 8 | 72 | 4.3% |
| 9 | 54 | 3.2% |
| Other values (10) | 83 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 157 | |
| 1 | 158 | |
| 2 | 228 | |
| 3 | 240 | |
| 4 | 234 | |
| 5 | 184 | |
| 6 | 133 | |
| 7 | 121 | |
| 8 | 72 | 4.3% |
| 9 | 54 | 3.2% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.1% |
| 19 | 3 | 0.2% |
| 18 | 2 | 0.1% |
| 16 | 3 | 0.2% |
| 15 | 5 | 0.3% |
| 14 | 5 | 0.3% |
| 13 | 12 | |
| 12 | 10 | 0.6% |
| 11 | 14 | |
| 10 | 28 |
IntercourseInFertileWindow
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Memory size | 13.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 636 | |
| (Missing) | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 636 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 636 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1664 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 636 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1664 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 636 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1664 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1028 | |
| 1 | 636 |
UnusualBleeding
Categorical
Imbalance Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 20 |
| Missing (%) | 1.2% |
| Memory size | 13.1 KiB |
| 0 | |
|---|---|
| 1 | 98 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1547 | |
| 1 | 98 | 5.9% |
| (Missing) | 20 | 1.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1547 | |
| 1 | 98 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1547 | |
| 1 | 98 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1645 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1547 | |
| 1 | 98 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1645 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1547 | |
| 1 | 98 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1645 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1547 | |
| 1 | 98 | 6.0% |
Interactions
Correlations
| CycleNumber | CycleWithPeakorNot | EstimatedDayofOvulation | FirstDayofHigh | Group | IntercourseInFertileWindow | LengthofCycle | LengthofLutealPhase | LengthofMenses | MensesScoreDayFive | MensesScoreDayFour | MensesScoreDayOne | MensesScoreDayThree | MensesScoreDayTwo | NumberofDaysofIntercourse | ReproductiveCategory | TotalDaysofFertility | TotalFertilityFormula | TotalHighPostPeak | TotalMensesScore | TotalNumberofHighDays | TotalNumberofPeakDays | UnusualBleeding | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CycleNumber | 1.000 | 0.029 | -0.136 | -0.055 | 0.153 | 0.179 | -0.101 | 0.094 | -0.182 | 0.006 | 0.087 | 0.087 | 0.068 | 0.050 | -0.020 | 0.139 | -0.070 | -0.179 | -0.093 | -0.140 | -0.063 | -0.022 | 0.000 |
| CycleWithPeakorNot | 0.029 | 1.000 | 0.000 | 0.112 | 0.113 | 0.083 | 0.134 | 0.258 | 0.057 | 0.012 | 0.040 | 0.059 | 0.019 | 0.021 | 0.071 | 0.000 | 0.618 | 0.442 | 0.042 | 0.088 | 0.622 | 0.956 | 0.000 |
| EstimatedDayofOvulation | -0.136 | 0.000 | 1.000 | 0.649 | 0.189 | 0.161 | 0.728 | -0.317 | 0.227 | 0.068 | 0.099 | 0.051 | 0.036 | 0.089 | 0.101 | 0.198 | 0.362 | 0.838 | -0.063 | 0.170 | 0.200 | 0.244 | 0.213 |
| FirstDayofHigh | -0.055 | 0.112 | 0.649 | 1.000 | 0.183 | 0.152 | 0.470 | -0.203 | 0.137 | 0.000 | 0.000 | 0.056 | 0.021 | 0.081 | 0.028 | 0.189 | -0.284 | 0.470 | -0.126 | 0.098 | -0.282 | -0.020 | 0.237 |
| Group | 0.153 | 0.113 | 0.189 | 0.183 | 1.000 | 0.000 | 0.036 | 0.252 | 0.363 | 0.186 | 0.231 | 0.218 | 0.215 | 0.120 | 0.119 | 0.119 | 0.240 | 0.098 | 0.241 | 0.282 | 0.217 | 0.744 | 0.023 |
| IntercourseInFertileWindow | 0.179 | 0.083 | 0.161 | 0.152 | 0.000 | 1.000 | 0.145 | 0.127 | 0.039 | 0.060 | 0.013 | 0.054 | 0.000 | 0.056 | 0.320 | 0.155 | 0.112 | 0.235 | 0.042 | 0.098 | 0.094 | 0.113 | 0.000 |
| LengthofCycle | -0.101 | 0.134 | 0.728 | 0.470 | 0.036 | 0.145 | 1.000 | 0.327 | 0.172 | 0.072 | 0.038 | 0.093 | 0.000 | 0.083 | 0.132 | 0.180 | 0.218 | 0.597 | 0.013 | 0.144 | 0.150 | 0.077 | 0.182 |
| LengthofLutealPhase | 0.094 | 0.258 | -0.317 | -0.203 | 0.252 | 0.127 | 0.327 | 1.000 | -0.081 | 0.178 | 0.196 | 0.193 | 0.145 | 0.112 | 0.016 | 0.301 | -0.190 | -0.247 | 0.077 | -0.044 | -0.058 | -0.153 | 0.147 |
| LengthofMenses | -0.182 | 0.057 | 0.227 | 0.137 | 0.363 | 0.039 | 0.172 | -0.081 | 1.000 | 0.473 | 0.458 | 0.177 | 0.357 | 0.353 | 0.055 | 0.300 | 0.135 | 0.180 | 0.090 | 0.799 | 0.053 | 0.034 | 0.404 |
| MensesScoreDayFive | 0.006 | 0.012 | 0.068 | 0.000 | 0.186 | 0.060 | 0.072 | 0.178 | 0.473 | 1.000 | 0.461 | 0.140 | 0.301 | 0.163 | 0.048 | 0.066 | 0.153 | 0.088 | 0.057 | 0.651 | 0.106 | 0.220 | 0.256 |
| MensesScoreDayFour | 0.087 | 0.040 | 0.099 | 0.000 | 0.231 | 0.013 | 0.038 | 0.196 | 0.458 | 0.461 | 1.000 | 0.219 | 0.414 | 0.296 | 0.069 | 0.069 | 0.095 | 0.076 | 0.060 | 0.640 | 0.089 | 0.190 | 0.268 |
| MensesScoreDayOne | 0.087 | 0.059 | 0.051 | 0.056 | 0.218 | 0.054 | 0.093 | 0.193 | 0.177 | 0.140 | 0.219 | 1.000 | 0.217 | 0.195 | 0.083 | 0.046 | 0.094 | 0.056 | 0.036 | 0.177 | 0.061 | 0.160 | 0.068 |
| MensesScoreDayThree | 0.068 | 0.019 | 0.036 | 0.021 | 0.215 | 0.000 | 0.000 | 0.145 | 0.357 | 0.301 | 0.414 | 0.217 | 1.000 | 0.305 | 0.092 | 0.041 | 0.058 | 0.071 | 0.068 | 0.575 | 0.090 | 0.177 | 0.205 |
| MensesScoreDayTwo | 0.050 | 0.021 | 0.089 | 0.081 | 0.120 | 0.056 | 0.083 | 0.112 | 0.353 | 0.163 | 0.296 | 0.195 | 0.305 | 1.000 | 0.078 | 0.027 | 0.000 | 0.098 | 0.011 | 0.511 | 0.000 | 0.081 | 0.089 |
| NumberofDaysofIntercourse | -0.020 | 0.071 | 0.101 | 0.028 | 0.119 | 0.320 | 0.132 | 0.016 | 0.055 | 0.048 | 0.069 | 0.083 | 0.092 | 0.078 | 1.000 | 0.117 | 0.042 | 0.022 | 0.026 | 0.009 | 0.041 | 0.106 | 0.043 |
| ReproductiveCategory | 0.139 | 0.000 | 0.198 | 0.189 | 0.119 | 0.155 | 0.180 | 0.301 | 0.300 | 0.066 | 0.069 | 0.046 | 0.041 | 0.027 | 0.117 | 1.000 | 0.000 | 0.131 | 0.028 | 0.211 | 0.076 | 0.156 | 0.083 |
| TotalDaysofFertility | -0.070 | 0.618 | 0.362 | -0.284 | 0.240 | 0.112 | 0.218 | -0.190 | 0.135 | 0.153 | 0.095 | 0.094 | 0.058 | 0.000 | 0.042 | 0.000 | 1.000 | 0.348 | 0.082 | 0.096 | 0.817 | 0.176 | 0.125 |
| TotalFertilityFormula | -0.179 | 0.442 | 0.838 | 0.470 | 0.098 | 0.235 | 0.597 | -0.247 | 0.180 | 0.088 | 0.076 | 0.056 | 0.071 | 0.098 | 0.022 | 0.131 | 0.348 | 1.000 | -0.045 | 0.133 | 0.225 | 0.045 | 0.213 |
| TotalHighPostPeak | -0.093 | 0.042 | -0.063 | -0.126 | 0.241 | 0.042 | 0.013 | 0.077 | 0.090 | 0.057 | 0.060 | 0.036 | 0.068 | 0.011 | 0.026 | 0.028 | 0.082 | -0.045 | 1.000 | 0.099 | 0.144 | -0.027 | 0.137 |
| TotalMensesScore | -0.140 | 0.088 | 0.170 | 0.098 | 0.282 | 0.098 | 0.144 | -0.044 | 0.799 | 0.651 | 0.640 | 0.177 | 0.575 | 0.511 | 0.009 | 0.211 | 0.096 | 0.133 | 0.099 | 1.000 | 0.041 | 0.043 | 0.376 |
| TotalNumberofHighDays | -0.063 | 0.622 | 0.200 | -0.282 | 0.217 | 0.094 | 0.150 | -0.058 | 0.053 | 0.106 | 0.089 | 0.061 | 0.090 | 0.000 | 0.041 | 0.076 | 0.817 | 0.225 | 0.144 | 0.041 | 1.000 | -0.128 | 0.019 |
| TotalNumberofPeakDays | -0.022 | 0.956 | 0.244 | -0.020 | 0.744 | 0.113 | 0.077 | -0.153 | 0.034 | 0.220 | 0.190 | 0.160 | 0.177 | 0.081 | 0.106 | 0.156 | 0.176 | 0.045 | -0.027 | 0.043 | -0.128 | 1.000 | 0.259 |
| UnusualBleeding | 0.000 | 0.000 | 0.213 | 0.237 | 0.023 | 0.000 | 0.182 | 0.147 | 0.404 | 0.256 | 0.268 | 0.068 | 0.205 | 0.089 | 0.043 | 0.083 | 0.125 | 0.213 | 0.137 | 0.376 | 0.019 | 0.259 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| CycleNumber | Group | CycleWithPeakorNot | ReproductiveCategory | LengthofCycle | EstimatedDayofOvulation | LengthofLutealPhase | FirstDayofHigh | TotalNumberofHighDays | TotalHighPostPeak | TotalNumberofPeakDays | TotalDaysofFertility | TotalFertilityFormula | LengthofMenses | MensesScoreDayOne | MensesScoreDayTwo | MensesScoreDayThree | MensesScoreDayFour | MensesScoreDayFive | TotalMensesScore | NumberofDaysofIntercourse | IntercourseInFertileWindow | UnusualBleeding | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 1 | 0 | 29 | 17 | 12 | 12 | 5 | 0 | 2 | 9 | 15 | 5 | 3 | 3 | 2 | 1 | 1 | 10 | 5 | 1 | 0 |
| 1 | 2 | 0 | 1 | 0 | 27 | 15 | 12 | 13 | 2 | 0 | 2 | 6 | 13 | 5 | 3 | 3 | 2 | 1 | 1 | 10 | 6 | 1 | 0 |
| 2 | 3 | 0 | 1 | 0 | 29 | 15 | 14 | NaN | 1 | 0 | 2 | 5 | 13 | 5 | 3 | 3 | 2 | 1 | 1 | 10 | 5 | 1 | 0 |
| 3 | 4 | 0 | 1 | 0 | 27 | 15 | 12 | 13 | 2 | 0 | 2 | 6 | 13 | 5 | 3 | 3 | 3 | 2 | 1 | 12 | 3 | 0 | 0 |
| 4 | 5 | 0 | 1 | 0 | 28 | 16 | 12 | 12 | 4 | 0 | 2 | 8 | 14 | 5 | 3 | 3 | 2 | 2 | 1 | 11 | 5 | 1 | 0 |
| 5 | 6 | 0 | 1 | 0 | 26 | 15 | 11 | 10 | 5 | 0 | 2 | 9 | 13 | 5 | 3 | 3 | 2 | 1 | 1 | 10 | 4 | 1 | 0 |
| 6 | 7 | 0 | 1 | 0 | 29 | 16 | 13 | NaN | 1 | 0 | 2 | 5 | 12 | 5 | 3 | 3 | 2 | 1 | 1 | 10 | 6 | 0 | 0 |
| 7 | 8 | 0 | 1 | 2 | 24 | 14 | 10 | 9 | 5 | 0 | 2 | 9 | 10 | 4 | 3 | 3 | 2 | 1 | NaN | 9 | 5 | 0 | 0 |
| 8 | 9 | 0 | 1 | 0 | 28 | 16 | 12 | 9 | 7 | 0 | 2 | 11 | 13 | 6 | 1 | 3 | 3 | 2 | 2 | 12 | 4 | 0 | 0 |
| 9 | 10 | 0 | 1 | 0 | 28 | 17 | 11 | 13 | 4 | 0 | 2 | 8 | 14 | 5 | 3 | 3 | 2 | 1 | 1 | 10 | 5 | 0 | 0 |
| CycleNumber | Group | CycleWithPeakorNot | ReproductiveCategory | LengthofCycle | EstimatedDayofOvulation | LengthofLutealPhase | FirstDayofHigh | TotalNumberofHighDays | TotalHighPostPeak | TotalNumberofPeakDays | TotalDaysofFertility | TotalFertilityFormula | LengthofMenses | MensesScoreDayOne | MensesScoreDayTwo | MensesScoreDayThree | MensesScoreDayFour | MensesScoreDayFive | TotalMensesScore | NumberofDaysofIntercourse | IntercourseInFertileWindow | UnusualBleeding | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1655 | 2 | 1 | 1 | 0 | 28 | 18 | 10 | 11 | 5 | 0 | 4 | 11 | 16 | 6 | 2 | 3 | 2 | 1 | 1 | 10 | 7 | 1 | 0 |
| 1656 | 3 | 1 | 1 | 0 | 29 | 17 | 12 | 11 | 5 | 0 | 3 | 10 | 15 | 6 | 3 | 3 | 2 | 2 | 1 | 12 | 7 | 1 | 0 |
| 1657 | 4 | 1 | 1 | 0 | 30 | 19 | 11 | 10 | 10 | 0 | 2 | 13 | 17 | 7 | 2 | 3 | 3 | 2 | 1 | 13 | 6 | 0 | 0 |
| 1658 | 5 | 1 | 1 | 0 | 30 | 19 | 11 | 13 | 4 | 0 | 4 | 10 | 17 | 9 | 1 | 3 | 3 | 1 | 2 | 14 | 5 | 1 | 1 |
| 1659 | 6 | 1 | 1 | 0 | 32 | 19 | 13 | 15 | 3 | 0 | 3 | 8 | 17 | 7 | 2 | 3 | 2 | 2 | 1 | 12 | 9 | 1 | 0 |
| 1660 | 7 | 1 | 1 | 0 | 29 | 19 | 10 | 13 | 5 | 0 | 3 | 10 | 15 | 8 | 2 | 3 | 3 | 2 | 2 | 15 | 8 | 0 | 1 |
| 1661 | 8 | 1 | 1 | 0 | 28 | 17 | 11 | 12 | 3 | 0 | 4 | 9 | 13 | 6 | 3 | 3 | 2 | 1 | 1 | 11 | 11 | 1 | 0 |
| 1662 | 9 | 1 | 1 | 0 | 28 | 16 | 12 | 11 | 4 | 0 | 3 | 9 | 12 | 5 | 3 | 2 | 2 | 1 | 1 | 9 | 7 | 0 | 0 |
| 1663 | 10 | 1 | 1 | 1 | 40 | 27 | 13 | 13 | 13 | 0 | 1 | NaN | 24 | 6 | 2 | 3 | 3 | 2 | 1 | 12 | 3 | 0 | 0 |
| 1664 | 11 | 1 | 1 | 2 | 24 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Duplicate rows
Most frequently occurring
| CycleNumber | Group | CycleWithPeakorNot | ReproductiveCategory | LengthofCycle | EstimatedDayofOvulation | LengthofLutealPhase | FirstDayofHigh | TotalNumberofHighDays | TotalHighPostPeak | TotalNumberofPeakDays | TotalDaysofFertility | TotalFertilityFormula | LengthofMenses | MensesScoreDayOne | MensesScoreDayTwo | MensesScoreDayThree | MensesScoreDayFour | MensesScoreDayFive | TotalMensesScore | NumberofDaysofIntercourse | IntercourseInFertileWindow | UnusualBleeding | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 1 | 0 | 25 | 11 | 14 | 6 | 6 | 0 | 2 | 9 | 9 | 5 | 1 | 2 | 2 | 2 | 1 | 8 | 0 | 0 | 0 | 2 |
| 1 | 1 | 0 | 1 | 0 | 28 | 14 | 14 | NaN | 1 | 0 | 2 | 5 | 12 | 4 | 3 | 2 | 1 | 1 | NaN | 7 | 0 | 0 | 0 | 2 |
| 2 | 1 | 0 | 1 | 0 | 28 | 18 | 10 | NaN | 1 | 0 | 2 | 5 | 16 | 4 | 1 | 2 | 2 | 1 | NaN | 6 | 3 | 1 | 0 | 2 |
| 3 | 1 | 0 | 1 | 0 | 29 | 19 | 10 | 14 | 5 | 0 | 2 | 9 | 17 | 7 | 1 | 2 | 3 | 2 | 2 | 12 | 2 | 1 | 0 | 2 |
| 4 | 2 | 0 | 1 | 0 | 23 | 14 | 9 | 9 | 5 | 0 | 2 | 9 | 12 | 7 | 1 | 3 | 3 | 2 | 2 | 13 | 0 | 0 | 0 | 2 |
| 5 | 3 | 0 | 1 | 0 | 24 | 12 | 12 | 8 | 4 | 0 | 2 | 8 | 10 | 4 | 1 | 2 | 2 | 1 | NaN | 6 | 3 | 0 | 0 | 2 |
| 6 | 3 | 0 | 1 | 0 | 25 | 16 | 9 | 10 | 6 | 0 | 2 | 10 | 14 | 6 | 1 | 2 | 2 | 2 | 1 | 9 | 3 | 1 | 0 | 2 |
| 7 | 3 | 0 | 1 | 0 | 27 | 17 | 10 | NaN | 1 | 0 | 2 | 5 | 15 | 6 | 1 | 2 | 3 | 3 | 2 | 12 | 2 | 0 | 0 | 2 |
| 8 | 4 | 0 | 1 | 0 | 25 | 17 | 8 | 12 | 5 | 0 | 2 | 9 | 15 | 5 | 1 | 2 | 2 | 2 | 1 | 8 | 4 | 1 | 0 | 2 |
| 9 | 5 | 0 | 0 | 0 | 29 | NaN | NaN | NaN | 0 | 0 | 0 | 0 | 24 | 5 | 1 | 2 | 2 | 2 | 1 | 8 | 1 | 1 | 0 | 2 |